As a Senior Manager of Data Science in the Model Risk Office at Capital One, you will lead efforts to safeguard against model failures and enhance decision-making through advanced analytics, particularly focusing on Generative AI risks. Your daily responsibilities include leveraging cutting-edge technologies such as PyTorch, Hugging Face, LangChain, and vector databases to extract insights from large multi-modal datasets, building machine learning models to challenge existing production models, and contributing to the governance framework for future model deployments. You will also validate a variety of models across different business domains within Enterprise Services and communicate potential risks to senior executives. Ideal candidates are innovative leaders with strong technical skills in statistics and data science, capable of handling big data challenges and driving impactful solutions at scale.
Lead the development and validation of machine learning models to enhance decision-making.
Utilize advanced technologies like PyTorch, Hugging Face, and LangChain to analyze multi-modal data.
Challenge existing "champion models" in production and contribute to model governance frameworks.
Validate a variety of models across multiple business domains within Enterprise Services.
Present identified model risks and their potential impact on the business to senior executives.
What we're looking for
Extensive experience in building and validating machine learning models.
Proficiency with a wide range of technologies including PyTorch, Hugging Face, LangChain, vector databases, and LLMOps.
Strong statistical background and expertise in handling big data.
Ability to present model risks and impacts to senior executives effectively.
Experience in model governance and challenging existing champion models.
Leadership skills and innovation in developing new tools and techniques.
Market check
Salary context
This
$209,000–$238,500
range sits above
81%
of similar postings on FindRole.
Peer median band
$131,200–$225,000
Median floor and ceiling across peers.
Typical midpoint (25–75%)
$145,200–$214,500
Middle half of comparable postings.
Based on 239 comparable postings.*
* 240 is the maximum number of comparable postings sampled.
Employer
About Capital One Financial
Capital One Financial is a bank holding company specializing in credit cards, auto loans, banking, and savings products, known for its data-driven approach to consumer and commercial finance. Industry: Financial Services & Banking
Capital One Financial currently has
489 open roles
on FindRole.
Listed pay typically runs
$197,300–$225,100
across 483 roles with salary data.